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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
classification
biblio
Preserving Privacy in Convolutional Neural Network: An ∊-tuple Differential Privacy Approach
Submitted by aekwall on Mon, 06/22/2020 - 10:20am
Deep Neural Network
ϵ-tuple differential privacy approach
Training data
significant accuracy degradation
salient data features
reusable output model
privacy preserving model
privacy concern
model inversion attack
model buildup data
financial data
deep neural networks
complex data features
medical data
CNN model
differential privacy
Cloud Computing
transfer learning
image recognition
convolutional neural network
convolutional neural nets
CNN
privacy
classification
composability
pubcrawl
Human behavior
Resiliency
learning (artificial intelligence)
data privacy
Scalability
biblio
Associative Data Model in Search for Nearest Neighbors and Similar Patterns
Submitted by grigby1 on Fri, 05/22/2020 - 1:30pm
classification
similarity
self-organize data
Sebestyen measure
nearest neighbor search
Knowledge representation
computational intelligence
associative structures
associative neural network graphs
associative data structures
associative data model
KNN
biology
learning (artificial intelligence)
graph theory
Acceleration
nearest neighbour methods
Measurement
Metrics
neural nets
Classification algorithms
data structures
Data models
pubcrawl
Training
search problems
biblio
Accelerated Approximate Nearest Neighbors Search Through Hierarchical Product Quantization
Submitted by grigby1 on Fri, 05/22/2020 - 1:27pm
multiple low-dimensional codebooks
Cartesian product
FPGA-tailored architecture
hardware acceleration
hierarchical PQ
Hierarchical product Quantization
High-Dimensional Indexing
HPQ
mathematics computing
approximate search
nearest neighbor search
Online Indexing
product quantization
query answering
Regression
Search Space
similarity search
vector quantization
nearest neighbour methods
machine learning
pubcrawl
field programmable gate arrays
Artificial Intelligence
pattern classification
neural nets
Metrics
Measurement
learning (artificial intelligence)
search problems
regression analysis
classification
query processing
information retrieval
accelerated Approximate Nearest Neighbors search
ANN search
biblio
A Multivariate Time Series Classification based Multiple Fault Diagnosis Method for Hydraulic Systems
Submitted by aekwall on Mon, 05/18/2020 - 9:49am
multiple fault diagnosis
Transforms
signal classification
nonlinear complex systems
multivariate time series classification
multivariate time series analysis
multivariable timing characteristics
multiple-faults classification
multiple faults conditions
multiple fault diagnosis method
multi-class OVO-SVM
hydraulic systems
1-NN method
Support vector machines
mechanical engineering computing
fault diagnosis
time series
Human Factors
signal detection
cyber physical systems
neural nets
Metrics
classification
pubcrawl
Resiliency
biblio
Deep Embedding Logistic Regression
Submitted by aekwall on Mon, 05/11/2020 - 10:28am
Predictive models
nonlinear dimension-wise feature embedding
narrow neural network
LR
interpretability
DNNs
DELR
deep embedding logistic regression
classification accuracy
actionability
network accountability
accountability
deep neural networks
Numerical models
Kernel
regression analysis
Mathematical model
Logistics
pattern classification
Neural networks
neural nets
Metrics
classification
composability
pubcrawl
Resiliency
learning (artificial intelligence)
feature extraction
biblio
Anomaly Detection using Graph Neural Networks
Submitted by grigby1 on Fri, 05/08/2020 - 1:43pm
security of data
Neural networks
pattern classification
pattern clustering
Peer-to-peer computing
policy-based governance
pubcrawl
Resiliency
security
Neural Network Security
social connection graphs
social network
social network statistical measures
social networking (online)
statistical analysis
Twitter
Twitter dataset
Twitter network
email network
Artificial Neural Networks
classification
clustering
Clustering algorithms
collaboration
cyber physical systems
deep learning
deep neural networks
Anomaly Detection
Enron dataset
Graph Neural Network
graph neural networks
graph structure
graph theory
learning (artificial intelligence)
Metrics
neural nets
biblio
Anomaly Detection in Surveillance Videos
Submitted by aekwall on Mon, 04/13/2020 - 9:28am
long short-term memory networks
Videos
anomalous behavior
anomaly classification
CNN-LSTM model
explosion
Explosions
Frames
learning patterns
video surveillance
public safety
road accidents
spatial feature extraction
spatial feature learning
surveillance videos
temporal feature learning
UCF Crime dataset
convolutional neural nets
feature extraction
learning (artificial intelligence)
Resiliency
Human behavior
pubcrawl
Metrics
LSTM networks
Training
security of data
Anomaly Detection
convolutional neural networks
image classification
video signal processing
recurrent neural nets
classification
surveillance
biblio
Abstract Model of Eavesdropper and Overview on Attacks in Quantum Cryptography Systems
Submitted by aekwall on Mon, 03/30/2020 - 10:41am
promptly developed areas
document circulation
extended classification
human life
important directions
information confidentiality
information transactions
loophole of the device
mini-computer
non-coherent attack
open communication networks
cryptographic methods
quantum cryptography methods
quantum cryptography systems
quantum cryptosystems
quantum hacking
quantum key distribution equipment
reliable information security technology
reliable security
specific quantum systems
traditional cryptography methods
quantum computing security
Reliability
Computer crime
Scalability
data privacy
telecommunication security
Protocols
Resiliency
pubcrawl
composability
classification
Handheld computers
security of data
quantum cryptography
quantum computing
Predictive Metrics
information technologies
Quantum Key Distribution
quantum protocols
abstract eavesdropper model
coherent attack
commercially available quantum key distribution system
biblio
Spam Mail Detection and Prevention at Server Side
Submitted by grigby1 on Mon, 02/10/2020 - 10:19am
classification
collaborative filtering
Human behavior
Human Factors
Metrics
pubcrawl
Scalability
Semantics
spam
spam detection
biblio
A Classification Method of Ancient Ceramics Based on Support Vector Machine in Ceramic Cloud Service Platform
Submitted by aekwall on Mon, 01/27/2020 - 9:19am
Predictive Metrics
SVM algorithm
glaze samples
chemical sensors
ceramics
ceramic cloud service platform
ancient porcelain data processing
ancient ceramics
ancient ceramic composition analysis
ancient ceramic classification method
Cloud Computing
computerised instrumentation
cloud service
classification
composability
pubcrawl
Resiliency
Support vector machines
support vector machine
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